{
  "_id": "6ad1e67da6a61792ed76be70",
  "Package": "ceterisParibus",
  "Title": "Ceteris Paribus Profiles",
  "Version": "0.4.3",
  "Authors@R": "person(\"Przemyslaw\", \"Biecek\", email = \"przemyslaw.biecek@gmail.com\", \nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0001-8423-1823\"))",
  "Description": "Ceteris Paribus Profiles (What-If Plots) are designed to\npresent model responses around selected points in a feature\nspace. For example around a single prediction for an\ninteresting observation. Plots are designed to work in a\nmodel-agnostic fashion, they are working for any predictive\nMachine Learning model and allow for model comparisons. Ceteris\nParibus Plots supplement the Break Down Plots from 'breakDown'\npackage.",
  "License": "GPL-2",
  "Encoding": "UTF-8",
  "URL": "https://pbiecek.github.io/ceterisParibus/",
  "BugReports": "https://github.com/pbiecek/ceterisParibus/issues",
  "RoxygenNote": "7.1.1",
  "Repository": "https://pbiecek.r-universe.dev",
  "Date/Publication": "2020-07-22 23:05:53 UTC",
  "RemoteUrl": "https://github.com/pbiecek/ceterisparibus",
  "RemoteRef": "HEAD",
  "RemoteSha": "ded2d9dfce025ef467aa44a101ffd6710f23af99",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-16 07:57:42 UTC",
    "User": "root"
  },
  "Author": "Przemyslaw Biecek [aut, cre] (ORCID:\n<https://orcid.org/0000-0001-8423-1823>)",
  "Maintainer": "Przemyslaw Biecek <przemyslaw.biecek@gmail.com>",
  "_user": "pbiecek",
  "_type": "src",
  "_file": "ceterisParibus_0.4.3.tar.gz",
  "_fileid": "https://r2.ropensci.org/17b5e9720ed9f9ece4cbfaa92583a03e159ead7cbe8a4a6dfe6bd8161d569774",
  "_filesize": 164665,
  "_sha256": "17b5e9720ed9f9ece4cbfaa92583a03e159ead7cbe8a4a6dfe6bd8161d569774",
  "_expires": "2027-01-24T08:55:23.000Z",
  "_created": "2026-10-16T07:57:42.000Z",
  "_published": "2026-10-16T08:55:25.413Z",
  "_buildurl": "https://github.com/r-universe/pbiecek/actions/runs/38870156433",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 116873401340,
      "time": 125,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "12033012117"
    },
    {
      "job": 116873401465,
      "time": 132,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "ERROR",
      "artifact": "12032977907"
    },
    {
      "job": 116873401482,
      "time": 80,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "12036230640"
    },
    {
      "job": 116873401406,
      "time": 123,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "ERROR",
      "artifact": "12035946300"
    },
    {
      "job": 116872230993,
      "time": 204,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12033172475"
    },
    {
      "job": 116873401274,
      "time": 103,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "12032473247"
    },
    {
      "job": 116873401259,
      "time": 85,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "12033036971"
    },
    {
      "job": 116873401397,
      "time": 65,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "12032842952"
    },
    {
      "job": 116873401511,
      "time": 84,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "ERROR",
      "artifact": "12033536399"
    }
  ],
  "_upstream": "https://github.com/pbiecek/ceterisparibus",
  "_commit": {
    "id": "ded2d9dfce025ef467aa44a101ffd6710f23af99",
    "author": "Przemysław Biecek <przemyslaw.biecek@gmail.com>",
    "committer": "Przemysław Biecek <przemyslaw.biecek@gmail.com>",
    "message": "updated NEWS\n",
    "time": 1595459153
  },
  "_maintainer": {
    "name": "Przemyslaw Biecek",
    "email": "przemyslaw.biecek@gmail.com",
    "login": "pbiecek",
    "orcid": "0000-0001-8423-1823",
    "twitter": "@PrzeBiec",
    "description": "I just like to make things. \nhttps://mi2.ai/",
    "uuid": 4624318
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.3",
      "role": "Depends"
    },
    {
      "package": "ggplot2",
      "role": "Depends"
    },
    {
      "package": "gower",
      "role": "Depends"
    },
    {
      "package": "DALEX",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Imports"
    },
    {
      "package": "randomForest",
      "role": "Suggests"
    },
    {
      "package": "ggiraph",
      "role": "Suggests"
    },
    {
      "package": "e1071",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "rpart",
      "role": "Suggests"
    }
  ],
  "_owner": "pbiecek",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 43,
  "_contributors": [
    {
      "user": "pbiecek",
      "count": 108,
      "uuid": 4624318
    },
    {
      "user": "kmichael08",
      "count": 12,
      "uuid": 15304831
    },
    {
      "user": "rcylwa",
      "count": 5,
      "uuid": 15021884
    },
    {
      "user": "agosiewska",
      "count": 2,
      "uuid": 18423383
    },
    {
      "user": "michbur",
      "count": 1,
      "uuid": 5267317
    }
  ],
  "_userbio": {
    "uuid": 4624318,
    "type": "user",
    "name": "Przemysław Biecek",
    "followers": 661,
    "description": "I just like to make things. \r\nhttps://mi2.ai/"
  },
  "_downloads": {
    "count": 575,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ceterisParibus"
  },
  "_devurl": "https://github.com/pbiecek/ceterisparibus",
  "_pkgdown": "https://pbiecek.github.io/ceterisParibus/",
  "_searchresults": 34,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/ceterisParibus.html",
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/pbiecek/ceterisparibus",
  "_realowner": "pbiecek",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.2.1",
      "date": "2018-07-05"
    },
    {
      "version": "0.3.0",
      "date": "2018-08-11"
    },
    {
      "version": "0.3.1",
      "date": "2019-01-29"
    },
    {
      "version": "0.4.1",
      "date": "2020-02-24"
    },
    {
      "version": "0.4.2",
      "date": "2020-03-28"
    },
    {
      "version": "0.6",
      "date": "2024-11-21"
    }
  ],
  "_exports": [
    "calculate_oscillations",
    "calculate_profiles",
    "calculate_profiles_lce",
    "calculate_variable_splits",
    "ceteris_paribus",
    "ceteris_paribus_layer",
    "local_conditional_expectations",
    "local_fit",
    "plot_interactive",
    "select_neighbours",
    "select_sample",
    "what_if",
    "what_if_2d"
  ],
  "_help": [
    {
      "page": "plus-.plot_ceteris_paribus_explainer",
      "title": "Add More Layers to a Ceteris Paribus Plot",
      "topics": [
        "+.plot_ceteris_paribus_explainer"
      ]
    },
    {
      "page": "calculate_oscillations",
      "title": "Calculate Oscillations for Ceteris Paribus Explainer",
      "topics": [
        "calculate_oscillations"
      ]
    },
    {
      "page": "calculate_profiles",
      "title": "Calculate Ceteris Paribus Profiles",
      "topics": [
        "calculate_profiles"
      ]
    },
    {
      "page": "calculate_profiles_lce",
      "title": "Calculate Local Conditional Expectation profiles",
      "topics": [
        "calculate_profiles_lce"
      ]
    },
    {
      "page": "calculate_variable_splits",
      "title": "Calculate Split Points for Selected Variables",
      "topics": [
        "calculate_variable_splits"
      ]
    },
    {
      "page": "ceteris_paribus",
      "title": "Ceteris Paribus Explainer",
      "topics": [
        "ceteris_paribus"
      ]
    },
    {
      "page": "ceteris_paribus_layer",
      "title": "Add Layer to the Ceteris Paribus Plot",
      "topics": [
        "ceteris_paribus_layer"
      ]
    },
    {
      "page": "local_conditional_expectations",
      "title": "Local Conditional Expectation Explainer",
      "topics": [
        "local_conditional_expectations"
      ]
    },
    {
      "page": "local_fit",
      "title": "Local Fit / Wangkardu Explanations",
      "topics": [
        "local_fit"
      ]
    },
    {
      "page": "plot_interactive",
      "title": "Plots Interactive What-If Explanations",
      "topics": [
        "plot_interactive",
        "plot_interactive.default",
        "plot_interactive.what_if_explainer"
      ]
    },
    {
      "page": "plot.ceteris_paribus_explainer",
      "title": "Plot Ceteris Paribus Explanations",
      "topics": [
        "plot.ceteris_paribus_explainer"
      ]
    },
    {
      "page": "plot.ceteris_paribus_oscillations",
      "title": "Plot Ceteris Paribus Oscillations",
      "topics": [
        "plot.ceteris_paribus_oscillations"
      ]
    },
    {
      "page": "plot.local_fit_explainer",
      "title": "Local Fit Plots / Wangkardu Explanations",
      "topics": [
        "plot.local_fit_explainer"
      ]
    },
    {
      "page": "plot.what_if_2d_explainer",
      "title": "Plot What If 2D Explanations",
      "topics": [
        "plot.what_if_2d_explainer"
      ]
    },
    {
      "page": "plot.what_if_explainer",
      "title": "Plot What If Explanations",
      "topics": [
        "plot.what_if_explainer"
      ]
    },
    {
      "page": "print.ceteris_paribus_explainer",
      "title": "Print Ceteris Paribus Explainer Summary",
      "topics": [
        "print.ceteris_paribus_explainer"
      ]
    },
    {
      "page": "print.ceteris_paribus_profile",
      "title": "Print Ceteris Paribus Profiles",
      "topics": [
        "print.ceteris_paribus_profile"
      ]
    },
    {
      "page": "print.local_fit_explainer",
      "title": "Prints Local Fit / Wangkardu Summary",
      "topics": [
        "print.local_fit_explainer"
      ]
    },
    {
      "page": "print.plot_ceteris_paribus_explainer",
      "title": "Print Ceteris Paribus Explainer Summary",
      "topics": [
        "print.plot_ceteris_paribus_explainer"
      ]
    },
    {
      "page": "print.what_if_2d_explainer",
      "title": "Print What If 2D Explainer Summary",
      "topics": [
        "print.what_if_2d_explainer"
      ]
    },
    {
      "page": "print.what_if_explainer",
      "title": "Print What If Explainer Summary",
      "topics": [
        "print.what_if_explainer"
      ]
    },
    {
      "page": "select_neighbours",
      "title": "Select Subset of Rows Closest to a Specified Observation",
      "topics": [
        "select_neighbours"
      ]
    },
    {
      "page": "select_sample",
      "title": "Select Subset of Rows",
      "topics": [
        "select_sample"
      ]
    },
    {
      "page": "what_if",
      "title": "What-If Plot",
      "topics": [
        "what_if"
      ]
    },
    {
      "page": "what_if_2d",
      "title": "What-If 2D Plot",
      "topics": [
        "what_if_2d"
      ]
    }
  ],
  "_readme": "https://github.com/pbiecek/ceterisparibus/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "codetools",
    "cpp11",
    "DALEX",
    "digest",
    "doFuture",
    "evaluate",
    "farver",
    "foreach",
    "future",
    "future.apply",
    "ggplot2",
    "globals",
    "glue",
    "gower",
    "gridExtra",
    "gtable",
    "highr",
    "iBreakDown",
    "ingredients",
    "isoband",
    "iterators",
    "kernelshap",
    "knitr",
    "labeling",
    "lifecycle",
    "listenv",
    "parallelly",
    "R6",
    "RColorBrewer",
    "rlang",
    "S7",
    "scales",
    "vctrs",
    "viridisLite",
    "withr",
    "xfun",
    "yaml"
  ],
  "_score": 5.465977368285823,
  "_indexed": true,
  "_nocasepkg": "ceterisparibus",
  "_universes": [
    "pbiecek"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.4.3",
      "date": "2026-10-16T07:59:51.000Z",
      "distro": "resolute",
      "commit": "ded2d9dfce025ef467aa44a101ffd6710f23af99",
      "fileid": "https://r2.ropensci.org/88d825d386fe543ee52b6edfacae2a7fb328b0c6efeafcdca919bb98f2334260",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/pbiecek/actions/runs/38870156433"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.4.3",
      "date": "2026-10-16T07:59:47.000Z",
      "distro": "resolute",
      "commit": "ded2d9dfce025ef467aa44a101ffd6710f23af99",
      "fileid": "https://r2.ropensci.org/9436e8d1a05643073b0fb5cf3070d5fac91f53dc5767603a6a66a360aa069de7",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/pbiecek/actions/runs/38870156433"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.4.3",
      "date": "2026-10-16T08:54:48.000Z",
      "commit": "ded2d9dfce025ef467aa44a101ffd6710f23af99",
      "fileid": "https://r2.ropensci.org/94b2a5592df34a1422bb591cca6d4b15df6a2b01e4f8ea9818c6cd0b64b9a027",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/pbiecek/actions/runs/38870156433"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.4.3",
      "date": "2026-10-16T08:52:12.000Z",
      "commit": "ded2d9dfce025ef467aa44a101ffd6710f23af99",
      "fileid": "https://r2.ropensci.org/7542c5951b7e5d281877e8110778ed8212bf5bf6f6bb72f99fdafe08ba8a0aa2",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/pbiecek/actions/runs/38870156433"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.4.3",
      "date": "2026-10-16T07:59:45.000Z",
      "commit": "ded2d9dfce025ef467aa44a101ffd6710f23af99",
      "fileid": "https://r2.ropensci.org/41baef005c02ede805b11506ba66c942d43401f5c00dc923838fd6911f5e7fd1",
      "status": "success",
      "buildurl": "https://github.com/r-universe/pbiecek/actions/runs/38870156433"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.4.3",
      "date": "2026-10-16T07:58:54.000Z",
      "commit": "ded2d9dfce025ef467aa44a101ffd6710f23af99",
      "fileid": "https://r2.ropensci.org/1a3284069f6f5f4057660790f9e8a47869f25a2b998a866bec15332a6aa911b8",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/pbiecek/actions/runs/38870156433"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.4.3",
      "date": "2026-10-16T07:58:44.000Z",
      "commit": "ded2d9dfce025ef467aa44a101ffd6710f23af99",
      "fileid": "https://r2.ropensci.org/ce41a7a0cbb26d0293c12eeb2b899fe61d1494098c57ac3ae8f0b2b440a1564a",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/pbiecek/actions/runs/38870156433"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.4.3",
      "date": "2026-10-16T07:58:54.000Z",
      "commit": "ded2d9dfce025ef467aa44a101ffd6710f23af99",
      "fileid": "https://r2.ropensci.org/7385d7e7a7eb68ef88bb69802e8a0ba8e0b20752aa11e2026749c4ceffc130fe",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/pbiecek/actions/runs/38870156433"
    }
  ]
}